PENERAPAN REGRESI QUASI-LIKELIHOOD PADA DATA CACAH (COUNT DATA) YANG MENGALAMI OVERDISPERSI DALAM REGRESI POISSON
Poisson regression can be used to analyze count data, with assuming equidispersion. However, in the case of overdispersion often occur in the count data. The implementation of Poisson Regression can not be applied on this data because the data having overdispersion, that will lead to underestimate t...
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| Format: | Article |
| Language: | English |
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Universitas Udayana
2013-05-01
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| Series: | E-Jurnal Matematika |
| Subjects: | |
| Online Access: | https://ojs.unud.ac.id/index.php/mtk/article/view/6290 |
| _version_ | 1831718777989890048 |
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| author | DESAK PUTU PRAMI MEITRIANI KOMANG GDE SUKARSA I PUTU EKA NILA KENCANA |
| author_facet | DESAK PUTU PRAMI MEITRIANI KOMANG GDE SUKARSA I PUTU EKA NILA KENCANA |
| author_sort | DESAK PUTU PRAMI MEITRIANI |
| collection | DOAJ |
| description | Poisson regression can be used to analyze count data, with assuming equidispersion. However, in the case of overdispersion often occur in the count data. The implementation of Poisson Regression can not be applied on this data because the data having overdispersion, that will lead to underestimate the standard error. Thus, use Quasi-Likelihood regression on this data. Quasi-Likelihood regression was also could not handle the overdispersion, but Quasi-Likelihood regression can improve the value of the standard error becomes greater than the value of the standard error on Poisson regression. Thus, by using the Quasi-Likelihood regression obtained three independent variables that affect the number of divorce cases in each urban city of Denpasar in 2011. |
| first_indexed | 2024-12-21T02:04:41Z |
| format | Article |
| id | doaj.art-5a5b33552daa44b8aa09e141e751b0d3 |
| institution | Directory Open Access Journal |
| issn | 2303-1751 |
| language | English |
| last_indexed | 2024-12-21T02:04:41Z |
| publishDate | 2013-05-01 |
| publisher | Universitas Udayana |
| record_format | Article |
| series | E-Jurnal Matematika |
| spelling | doaj.art-5a5b33552daa44b8aa09e141e751b0d32022-12-21T19:19:31ZengUniversitas UdayanaE-Jurnal Matematika2303-17512013-05-0122374110.24843/MTK.2013.v02.i02.p0366290PENERAPAN REGRESI QUASI-LIKELIHOOD PADA DATA CACAH (COUNT DATA) YANG MENGALAMI OVERDISPERSI DALAM REGRESI POISSONDESAK PUTU PRAMI MEITRIANI0KOMANG GDE SUKARSA1I PUTU EKA NILA KENCANA2Faculty of Mathematics and Natural Sciences, Udayana UniversityFaculty of Mathematics and Natural Sciences, Udayana UniversityFaculty of Mathematics and Natural Sciences, Udayana UniversityPoisson regression can be used to analyze count data, with assuming equidispersion. However, in the case of overdispersion often occur in the count data. The implementation of Poisson Regression can not be applied on this data because the data having overdispersion, that will lead to underestimate the standard error. Thus, use Quasi-Likelihood regression on this data. Quasi-Likelihood regression was also could not handle the overdispersion, but Quasi-Likelihood regression can improve the value of the standard error becomes greater than the value of the standard error on Poisson regression. Thus, by using the Quasi-Likelihood regression obtained three independent variables that affect the number of divorce cases in each urban city of Denpasar in 2011.https://ojs.unud.ac.id/index.php/mtk/article/view/6290Poisson RegressionOverdispersionQuasi-Likelihood Regressionstandard error |
| spellingShingle | DESAK PUTU PRAMI MEITRIANI KOMANG GDE SUKARSA I PUTU EKA NILA KENCANA PENERAPAN REGRESI QUASI-LIKELIHOOD PADA DATA CACAH (COUNT DATA) YANG MENGALAMI OVERDISPERSI DALAM REGRESI POISSON E-Jurnal Matematika Poisson Regression Overdispersion Quasi-Likelihood Regression standard error |
| title | PENERAPAN REGRESI QUASI-LIKELIHOOD PADA DATA CACAH (COUNT DATA) YANG MENGALAMI OVERDISPERSI DALAM REGRESI POISSON |
| title_full | PENERAPAN REGRESI QUASI-LIKELIHOOD PADA DATA CACAH (COUNT DATA) YANG MENGALAMI OVERDISPERSI DALAM REGRESI POISSON |
| title_fullStr | PENERAPAN REGRESI QUASI-LIKELIHOOD PADA DATA CACAH (COUNT DATA) YANG MENGALAMI OVERDISPERSI DALAM REGRESI POISSON |
| title_full_unstemmed | PENERAPAN REGRESI QUASI-LIKELIHOOD PADA DATA CACAH (COUNT DATA) YANG MENGALAMI OVERDISPERSI DALAM REGRESI POISSON |
| title_short | PENERAPAN REGRESI QUASI-LIKELIHOOD PADA DATA CACAH (COUNT DATA) YANG MENGALAMI OVERDISPERSI DALAM REGRESI POISSON |
| title_sort | penerapan regresi quasi likelihood pada data cacah count data yang mengalami overdispersi dalam regresi poisson |
| topic | Poisson Regression Overdispersion Quasi-Likelihood Regression standard error |
| url | https://ojs.unud.ac.id/index.php/mtk/article/view/6290 |
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